The fusion technology of neural network and fuzzy reason has been successfully and widely used in the signal procesing and controling of nonlinear systems in recent years.This paper presents a parallel topology structure of fusion based on the new concepts of robust neural network and mixed fuzzy reason.The fusion system faces not only non-Gaussian noise but also fuzzy signal.Experimental results are provided to indicate the performance of this fusion method in the tracking system of high frequency surface wave radar.